Discover testing security framework internals skills, compare source repositories and read the instructions for each workflow.
Detects unsafe signed/unsigned integer conversions that can lead to integer overflow and security check bypasses. Use when analyzing integer operations, comparisons, or investigating conversion-related vulnerab...
Detects unsafe pointer subtraction operations that can lead to incorrect size calculations and integer underflow. Use when analyzing pointer arithmetic, size calculations, or investigating buffer sizing issues.
Perform basic arithmetic operations.
Write efficient C code with proper memory management, pointer arithmetic, and system calls. Handles embedded systems, kernel modules, and performance-critical code. Use PROACTIVELY for C optimization, memory is...
Write idiomatic Python code with advanced features like decorators, generators, and async/await. Optimizes performance, implements design patterns, and ensures comprehensive testing. Use PROACTIVELY for Python...
Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization. Use PROACTIVELY for C++ refactoring, memory safety, or c...
Coordinate multiple agents for software development across any language. Use for parallel execution of independent tasks, sequential chains with dependencies, swarm analysis from multiple perspectives, or itera...
Claude Code context window optimization strategies, JIT retrieval, progressive loading, memory file patterns, and cleanup practices. Use when optimizing context usage, managing large projects, or implementing e...
Verify mathematical correctness and numerical accuracy after code changes
WebGPU fundamentals for high-performance canvas rendering. Covers device initialization, buffer management, WGSL shaders, render pipelines, compute shaders, and web component integration. Use when building GPU-...
Expert in Pyomo mathematical optimization modeling in Python - use for optimization problems, linear/nonlinear programming, constraint programming, and dynamic optimization
Implement eBPF program attachment logic for various hooks (XDP, TC/tcx, netkit, kprobe, tracepoint, cgroup) with proper error handling, cleanup, and link management. Includes Go code using cilium/ebpf library....
Implement packet redirection and routing in eBPF programs using bpf_redirect and bpf_redirect_neigh helpers. Includes source-based policy routing, map-based routing tables, load balancing, and CNF router patter...
Generate verifier-safe packet parsing logic for eBPF programs including bounds checking, header extraction (Ethernet, IPv4/IPv6, TCP/UDP, ICMP), protocol identification, and proper pointer arithmetic. Use when...
Multi-agent orchestration for comprehensive frontend + backend improvements. Use when user requests "improve the app", "optimize functionality", "make it perfect", or "enhance the system". Deploys specialized a...
Expert in Apache Ray distributed computing. Use when converting Python code to Ray workloads, debugging Ray applications, optimizing Ray performance, or working with Ray Core, Ray Data, Ray Train, Ray Serve, or...
Deep understanding of K1.reinvented's compilation architecture, node system, and extension methodology. Teaches why graphs compile to C++ and how to extend the system without violating minimalism.
Core DSPy fundamentals for signature design, basic modules (Predict, ChainOfThought), and program composition patterns. Use when creating new signatures, building simple DSPy programs, or learning foundational...
Skill especializado en integración de Gem Bundles compilados por Gem Builder Compiler en AGCCE v4.0. Permite configurar agentes MAS dinámicamente desde Gems versionados.
Use when writing game logic code - ensures deterministic math operations across platforms
DSPy optimizers (teleprompters), evaluation metrics, and optimization workflows. Use when compiling programs with BootstrapFewShot, KNNFewShot, MIPROv2, GEPA, or defining custom metrics.
iterate on implementation based on user feedback
Ejecuta 📚 SUBFASE 3A para errores gráficos - Corrección basada en ejemplos funcionales.
Implement token-level rewards in TRL's GRPOTrainer. Use when modifying reward computation or debugging reward tensor shapes.
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.